Health harnesses for AI agents
22 open-source Health harnesses an AI agent can use — MCP servers, SDKs, and adapters. Browse them on Loadbay. An agent can search these over Loadbay's MCP:
claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp
→ Best Health harnesses (top picks, ranked)
- medical-research-skills — Hundreds of agent skills for medical research: protocol design, data analysis, literature review. A skill library you mount into a research agent.
- Garmin MCP — MCP server connecting to Garmin Connect to expose activities, sleep, heart rate, and body battery to MCP clients.
- Apple Health MCP (DuckDB) — MCP server for querying an Apple Health export with natural language and SQL via DuckDB for fast local analysis.
- biomcp — Biomedical MCP server giving agents access to clinical trials, genomic variants, and biomedical literature.
- strava-mcp — MCP server connecting to the Strava API so LLMs can read activities, segments, routes, and training data.
- INSIGHT — An autonomous agent that runs medical research end to end: forms questions, searches the literature, and synthesizes findings.
- MedAgents — Multi-agent LLM framework for zero-shot medical reasoning where role-playing expert agents collaborate on clinical questions.
- apple-health-mcp-server — An MCP server that queries your Apple Health export in natural language, with DuckDB under the hood. Point an agent at your steps, sleep, and workouts.
- mcp-opennutrition — MCP server providing access to the OpenNutrition food database with 300,000+ items and barcode lookups.
- pubmearch — PubMed MCP server that lets agents search and analyze biomedical literature from the PubMed database.
- R2GenGPT — Radiology report generation that pairs frozen LLMs with visual encoders to draft reports from chest X-rays.
- fhir-mcp-server — Exposes any FHIR server or API as an MCP server, so an agent can read and write clinical data in the healthcare-standard format.
- whoop-mcp — MCP server that connects to the WHOOP API to expose recovery, strain, sleep, and biometric data to agents.
- pubmed-mcp-server — MCP server to search PubMed and Europe PMC, fetch full text, citations, and MeSH terms over STDIO or HTTP.
- medical-mcp — MCP server aggregating FDA, WHO, PubMed, and RxNorm so an agent can answer drug, disease, and literature questions from one tool.
- dicom-mcp — MCP server for interacting with DICOM servers and PACS for medical-imaging query and retrieval workflows.
- clinicaltrialsgov-mcp-server — MCP server to search ClinicalTrials.gov, retrieve study details, and match patients to eligible trials.
- pyomop — Python package for OHDSI OMOP clinical data with plain-text LLM queries, an MCP server, and FHIR import.
- langcare-mcp-fhir — Enterprise FHIR R4 MCP server supporting Epic, Cerner, OpenEMR, and GCP Healthcare API with SMART-on-FHIR OAuth2 auth.
- oura-mcp-server — MCP server for the Oura Ring API exposing sleep, readiness, and activity metrics to LLM clients.
- AMG-RAG — Agentic medical graph-RAG framework that builds knowledge graphs and retrieves evidence for medical Q&A.
- mcp-fitbit — MCP server giving an AI assistant OAuth access to Fitbit activity, sleep, heart rate, weight, and nutrition data.